{"id":"W2599146866","doi":"10.7717/peerj.3080","title":"Are floating algal mats a refuge from hypoxia for estuarine invertebrates?","year":2017,"lang":"en","type":"article","venue":"PeerJ","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University of Prince Edward Island","funders":"Natural Sciences and Engineering Research Council of Canada; University of Prince Edward Island","keywords":"Algal mat; Benthic zone; Eutrophication; Hypoxia (environmental); Invertebrate; Ecology; Estuary; Salinity; Microbial mat; Environmental science; Nutrient; Biology; Algae; Oceanography; Oxygen; Geology; Chemistry; Cyanobacteria","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001195716,0.0002241194,0.0002165542,0.0003245741,0.0005271818,0.0005214827,0.0002303175,0.0002823356,0.001507333],"category_scores_gemma":[0.0002109199,0.0001428491,0.0001848025,0.000288205,0.0002950002,0.0003822199,0.0003848363,0.0001822227,0.0001836907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002394438,"about_ca_system_score_gemma":0.0001844139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003582144,"about_ca_topic_score_gemma":0.01489277,"domain_scores_codex":[0.9999219,0.000007218886,0.000007214667,0.00002180536,0.00001369005,0.00002809236],"domain_scores_gemma":[0.9996481,0.00002090231,0.0002105816,0.00001616254,0.00002961454,0.00007459606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003899545,0.00005727269,0.842745,0.0002054014,0.0001043288,0.00112508,0.0008146159,0.0001876678,0.1329101,0.0002172089,0.00029664,0.02094672],"study_design_scores_gemma":[0.000001743844,0.00009297683,0.9974645,0.0000141369,0.00001088211,0.0001381966,0.0006166087,0.00007879155,0.001064631,0.00005036844,0.0004638804,0.000003181064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983881,0.0003443183,0.0001317932,0.00005716569,0.00000569411,0.000002552151,0.0001287188,0.00000461914,0.0009369631],"genre_scores_gemma":[0.9987289,0.0003378453,0.0001834335,0.0000427529,0.00001337384,0.000003673142,0.0001909081,0.000001800072,0.0004973264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003582144,"threshold_uncertainty_score":0.007122576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06211480241223311,"score_gpt":0.2977125347042709,"score_spread":0.2355977322920378,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}